Open AccessAutomatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches
Author(s) -
Pei-Fu Chen,
KuanChih Chen,
WeiChih Liao,
Feipei Lai,
Tai-Liang He,
Sheng-Che Lin,
Wei-Jen Chen,
Chi-Yu Yang,
YuCheng Lin,
I-Chang Tsai,
Cheng-Ming Chiu,
Shu-Chih Chang,
Fang-Ming Hung
Publication year - 2022
Publication title -
jmir medical informatics
Language(s) - English
Resource type - Journals
ISSN - 2291-9694
DOI - 10.2196/37557
Subject(s) - computer science , medical diagnosis , artificial intelligence , medical classification , diagnosis code , preprocessor , unified medical language system , word2vec , coding (social sciences) , word embedding , natural language processing , language model , data mining , machine learning , medicine , embedding , environmental health , mathematics , pathology , population , statistics , nursing